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Possible addition: add "anti-1/f" transform? #293

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TomDonoghue opened this issue Jan 28, 2022 · 0 comments
Open

Possible addition: add "anti-1/f" transform? #293

TomDonoghue opened this issue Jan 28, 2022 · 0 comments
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enhancement Potential enhancements, not specified to a particular release.

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@TomDonoghue
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In their recent paper, Samaha & Cohen introduce an "anti-1/f" transform. Maybe we could add an implementation of this?

It's actually pretty simple - and something we have most of the tooling for - what they do is fit a 1/f line, then spectrally rotate the signal, reverting back to a timeseries. To add this, all we'd really need to do is add a helper function to combine spectral rotation with an estimate of the slope.

They have a code available: https://osf.io/f8jqd/
Reference: https://www.sciencedirect.com/science/article/pii/S1053811922000581

@TomDonoghue TomDonoghue added the enhancement Potential enhancements, not specified to a particular release. label Sep 21, 2022
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